SonySemiconductorSolutions / mct-quantization-layersLinks
☆21Updated 3 weeks ago
Alternatives and similar repositories for mct-quantization-layers
Users that are interested in mct-quantization-layers are comparing it to the libraries listed below
Sorting:
- Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…☆398Updated this week
- TFLite model analyzer & memory optimizer☆127Updated last year
- AI Edge Quantizer: flexible post training quantization for LiteRT models.☆41Updated last week
- [ICASSP'22] Integer-only Zero-shot Quantization for Efficient Speech Recognition☆32Updated 3 years ago
- ncnn HiFi-GAN☆26Updated 8 months ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆80Updated 4 years ago
- Awesome Quantization Paper lists with Codes☆11Updated 4 years ago
- This repository contains the results and code for the MLPerf™ Tiny Inference v0.7 benchmark.☆17Updated 2 years ago
- ☆229Updated 2 years ago
- Deep Compression for PyTorch Model Deployment on Microcontrollers☆19Updated 4 years ago
- A very simple tool for situations where optimization with onnx-simplifier would exceed the Protocol Buffers upper file size limit of 2GB,…☆17Updated last year
- QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX☆149Updated last week
- Low Precision(quantized) Yolov5☆38Updated 2 months ago
- PyTorch Quantization Aware Training Example☆136Updated last year
- Pytorch implementation of BiFSMN, IJCAI 2022☆21Updated 2 years ago
- Test Framework for few-shot open set KWS☆31Updated 6 months ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆43Updated 5 years ago
- In this repository, we explore model compression for transformer architectures via quantization. We specifically explore quantization awa…☆24Updated 4 years ago
- Python bindings of speexdsp noise suppression library☆38Updated 2 years ago
- PyTorch to TensorFlow Lite converter☆183Updated 10 months ago
- Parse TFLite models (*.tflite) EASILY with Python. Check the API at https://zhenhuaw.me/tflite/docs/☆100Updated 4 months ago
- Code release for "TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices"☆19Updated 4 months ago
- Converting a deep neural network to integer-only inference in native C via uniform quantization and the fixed-point representation.☆25Updated 3 years ago
- Floating-Point Optimized On-Device Learning Library for the PULP Platform.☆34Updated 3 weeks ago
- Official repository: Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrain…☆39Updated last year
- Position-based Scaled Gradient for Model Quantization and Pruning Code (NeurIPS 2020)☆26Updated 4 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆49Updated last year
- A code generator from ONNX to PyTorch code☆138Updated 2 years ago
- Convert ONNX models to plain C++ code (without dependencies)☆20Updated 2 years ago
- Collection of PyTorch implementations of Spoken Keyword Spotting presented in research papers.☆25Updated last year